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2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)最新文献

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Research on hotel energy intelligent monitoring system and service improvement based on data mining and cloud computing 基于数据挖掘和云计算的酒店能源智能监控系统及服务改进研究
2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719090
Chuck Chung Yin Albert, Liukai Zhu, Guang Li, Yongde Guo, Xujia Li, Ruijie Luo
{"title":"Research on hotel energy intelligent monitoring system and service improvement based on data mining and cloud computing","authors":"Chuck Chung Yin Albert, Liukai Zhu, Guang Li, Yongde Guo, Xujia Li, Ruijie Luo","doi":"10.1109/ICPECA53709.2022.9719090","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9719090","url":null,"abstract":"Many modern hotels have multiple functions such as accommodation, catering, entertainment, conferences, exhibitions, etc., and consume a lot of energy. At present, most of the predictions of building energy consumption are predictions of building cooling and heating loads and lighting energy consumption. The consideration is lack of building cooling (heating) area ratios, building cooling (heating) methods, meteorological parameters, and personnel activity patterns for large public buildings. By analyzing the data mining status of hotel energy consumption, sorting out concepts and technical support conditions, etc., the article has established a more comprehensive energy monitoring, forecasting, and evaluation system, which has enriched the research scope of the current hotel energy management research system, and has a strong Theoretical significance.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116600272","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Towards a Taxonomy of Human-Computer Interaction (HCI) Methods Based on a Survey of Recent HCI Researches 基于近期人机交互研究综述的人机交互方法分类
2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9718950
Chunyi Xian, Min Fu
{"title":"Towards a Taxonomy of Human-Computer Interaction (HCI) Methods Based on a Survey of Recent HCI Researches","authors":"Chunyi Xian, Min Fu","doi":"10.1109/ICPECA53709.2022.9718950","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9718950","url":null,"abstract":"In the field of Human-Computer Interaction, there have been many studies published in journals, and these studies have adopted a variety of research methods. However, there has not been a systematic and sophisticated taxonomy of the research methods used in HCI studies. This survey reviews the research methods of thirty HCI journals published in the last six years and originally presents three dimensions concerning research methods taxonomy. These three dimensions are: qualitative or quantitative research analysis, applicable to the present or future, and the adoption of software or hardware technology. Based on these three dimensions, the survey further generates eight sub-categories and classifies the thirty HCI journals into appropriate blocks based on their research methods attributions. The results of this survey will be helpful in guiding future scholars to select appropriate research methods and avoid detours in future HCI studies.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129546840","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The impact of digital service level on the trade openness in Chinese cities where China-Europe railway express is operating 数字化服务水平对中欧班列运营城市贸易开放的影响
2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719121
K. Lu, Huan Wu, Jun Chen, Yuxi Huang
{"title":"The impact of digital service level on the trade openness in Chinese cities where China-Europe railway express is operating","authors":"K. Lu, Huan Wu, Jun Chen, Yuxi Huang","doi":"10.1109/ICPECA53709.2022.9719121","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9719121","url":null,"abstract":"The new digital technology has constantly strengthened the global economy and trade system. Based on the new generation of digital technology, it is capable of being applied to extensive fields through the digital service industry. In this paper, digital service level of seventeen provinces that have opened China-Europe Railway Express from 2011 to 2020 are assessed using principal component analysis (PCA). The empirical multiple regression discoveries that the enhancement in digital service level could increase export volume. In addition, both postal and telecommunications investment in towns and cities (PAT) and the number of patent applications in high-tech industries (PAH) interact with the level of digital service to facilitate trade development. Moreover, China’s “National Informatization Development Strategy Outline” policy promulgated in 2016 positively promotes digital service levels, which in turn promotes export trade. This paper also gives suggestions to enhance trade openness of cities around CR railway in the digital field.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129725426","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Smart grid big data processing technology and cloud computing application status quo and challenges 智能电网大数据处理技术与云计算应用现状及挑战
2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719287
Ji Yuanyuan
{"title":"Smart grid big data processing technology and cloud computing application status quo and challenges","authors":"Ji Yuanyuan","doi":"10.1109/ICPECA53709.2022.9719287","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9719287","url":null,"abstract":"With the rapid development of China’s economy, people’s demand for electricity is increasing, so that the power grid will generate a large amount of data information in the actual operation, and the smart grid big data processing technology is to store and use the data information generated by the operation of the power grid.The ultimate purpose of applying big data processing technology is to make efficient use of the data information generated by the power grid, improve the rate of data access and processing, so as to provide necessary support and help for the normal operation of the power grid, and ensure that the national power grid can provide more stable power for people and enterprises.This paper focuses on the smart grid big data processing technology and opportunities and challenges.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128779570","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Power grid data intelligent management and application under the background of big data 大数据背景下的电网数据智能化管理与应用
2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9718876
Gu Xihui
{"title":"Power grid data intelligent management and application under the background of big data","authors":"Gu Xihui","doi":"10.1109/ICPECA53709.2022.9718876","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9718876","url":null,"abstract":"With the popularization of new technologies such as big data, cloud computing and the Internet of things in the construction of smart grid, power data is showing explosive growth. Traditional power enterprises rely on manpower to collect data and recover arrears. During the period of COVID-19, the closed management of government departments, the arrears of electricity customers and no power outages made the recovery work more difficult. In this paper, through the mining and analysis of customers’ historical payment data, historical electricity and other data, using the deep learning algorithm in the field of artificial intelligence, this paper constructs a mathematical model and formulates the prevention and control strategy of electricity charge recovery risk of business travel alienation. The application results show that the new strategy can effectively reduce the amount of customer arrears and comprehensively improve the lean, digital and intelligent management level of power supply enterprises.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124545412","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis of Independent Energy Storage Business Model Based on Lithium-ion Batteries System 基于锂离子电池系统的独立储能商业模式分析
2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719223
Tong Chen, Yuhao Zhou, Shipeng Wang
{"title":"Analysis of Independent Energy Storage Business Model Based on Lithium-ion Batteries System","authors":"Tong Chen, Yuhao Zhou, Shipeng Wang","doi":"10.1109/ICPECA53709.2022.9719223","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9719223","url":null,"abstract":"Under the background of energy reform in the new era, energy enterprises have become a global trend to transform from production to service. Especially under the “carbon peak and neutrality” target, Chinese comprehensive energy services market demand is huge, the development prospect is broad, the development trend is good. Energy storage technology, as an important part of the comprehensive energy system, has multiple values for improving the safety and reliability, economy and greenness of the energy system, and is a major focus direction of Chinese energy reform. As the hottest electric energy storage technology at present, lithium-ion batteries have a good application prospect, and as an independent energy storage power station, its business model is worth promoting.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124654524","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on Cross-chain Technology of Blockchain: Challenges and Prospects 区块链跨链技术研究:挑战与展望
2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719075
Cong Zhong, Zhihong Liang, Yuxiang Huang, Fei Xiong, Mingming Qin, Zhichang Guo
{"title":"Research on Cross-chain Technology of Blockchain: Challenges and Prospects","authors":"Cong Zhong, Zhihong Liang, Yuxiang Huang, Fei Xiong, Mingming Qin, Zhichang Guo","doi":"10.1109/ICPECA53709.2022.9719075","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9719075","url":null,"abstract":"As one of the core technologies of blockchain, cross-chain technology has been widely valued by academia and industry, and has made a series of research achievements in recent years. At present, the overview research on cross-chain technology generally compares and analyzes cross-chain technology as a whole, and lacks the decoupling comparison of the main steps in cross-chain technology. Firstly, the basic principle of cross-chain technology is summarized and analyzed. Then, the cross-chain technology is divided into two types: isomerism and isomorphism, and the existing problems and corresponding solutions are analyzed and compared. Finally, the development status and trend of cross-chain technology are summarized, as well as important research directions in the future.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123835599","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Buffer Reduction for Congestion Control during Timing Optimization 定时优化过程中拥塞控制的缓冲减少
2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719205
Yitong Song, Peng Li, Zhili Liu, W. Xi, Hao Yao, Dan-dan Zheng, Kai Huang
{"title":"Buffer Reduction for Congestion Control during Timing Optimization","authors":"Yitong Song, Peng Li, Zhili Liu, W. Xi, Hao Yao, Dan-dan Zheng, Kai Huang","doi":"10.1109/ICPECA53709.2022.9719205","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9719205","url":null,"abstract":"In very-large-scale-integrated (VLSI) circuit design, Performance, Power and Area (PPA) are three very important indicators. Especially in the process of power-related chip design, possible trade-offs between these three indicators must be considered. In this work, we have developed two algorithms, respectively applying the greedy algorithm and the tree dynamic programming algorithm for redundant buffer reduction, in order to solve the local congestion problem of the chip. Redundant hold buffers are found and deleted during the timing optimization iteration, without making timing results worse. Through this method, the local cell area is reduced by 9.1%. It leaves room for other timing optimization, and reduces local utilization, routing congestion and short circuits.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"2006 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127638654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
FMCI: An EDF-VD-based flexible mixed-criticality task scheduling method FMCI:一种基于edf - vd的灵活混合临界任务调度方法
2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719052
Junjian Chen, Tianyi Sha, Zhili Liu, Dehong Liu, Hao Yao, Xiaowen Jiang, Kai Huang
{"title":"FMCI: An EDF-VD-based flexible mixed-criticality task scheduling method","authors":"Junjian Chen, Tianyi Sha, Zhili Liu, Dehong Liu, Hao Yao, Xiaowen Jiang, Kai Huang","doi":"10.1109/ICPECA53709.2022.9719052","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9719052","url":null,"abstract":"At present, mixed-criticality systems have become the development trend of embedded systems, such as in power edge computing, avionics safety control and car safety driving scenarios. In the existing advanced flexible mixed-criticality (FMC) model, the method of calculating compensation requirements may have a large number of low-criticality invalid compensation, which will greatly reduce the overall performance of low-criticality tasks. In response to this problem, our paper improves the method of reducing the service level of low-criticality tasks, from reducing the execution time of low-criticality tasks to now extending the period of low-criticality tasks, and proposes the corresponding FMCI-EDF-VD scheduling algorithm. Experimental results show that flexible mixed criticality improved (FMCI) model can manage the decline in service levels of low-criticality tasks more wisely and reduce invalid compensation for low-criticality tasks. Compared with existing FMC, our method can always perform better in ensuring the completion of high-criticality tasks while scheduling more low-criticality tasks under different circumstances.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128121066","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Classification network of Chest X-ray images based on residual network in the context of COVID-19 COVID-19背景下基于残差网络的胸部x线图像分类网络
2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719204
Xinwei Yang, Peiyu Li, Yuxin Zhang
{"title":"Classification network of Chest X-ray images based on residual network in the context of COVID-19","authors":"Xinwei Yang, Peiyu Li, Yuxin Zhang","doi":"10.1109/ICPECA53709.2022.9719204","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9719204","url":null,"abstract":"As COVID-19 spreads across the globe, more cases are being confirmed around the world, making it imperative that we take a better approach to fighting the outbreak. To stop the spread of the disease and better screen for cases, we need a more sensitive and efficient test that can classify images of lung abnormalities in patients. In this paper, residual network is used to classify the collected chest radiographs. Feature extraction and classification were carried out on the original chest X-ray images, which were divided into the following three categories: normal lung, bacterial pneumonia and virus pneumonia. This can quickly rule out normal and routine infections, screen out large numbers of cases, and reduce the burden on health care workers who need to further examine cases. At the same time, our results are also very good, with an accuracy of 94%, which has practical classification significance.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125609584","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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